peide

explainable-kge

Code repo of EXplainable Knowledge Graph Embedding paper (XKGE)

pasta

Tool to perform various types of inference in probabilistic answer set programs under the credal semantics and with statistical statements.

AAAI_2020_CommonsenseQA

Code for "Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering. (published at AAAI 2020)"

AISO

Authors' implementation of the paper Adaptive Information Seeking for Open-Domain Question Answering, published in EMNLP 2021.

Contrastive-Learning-NLP-Papers

Paper List for Contrastive Learning for Natural Language Processing

Counterfactuals-of-Counterfactuals

FaiRR

FaiRR: Faithful and Robust Deductive Reasoning over Natural Language (ACL 2022)

generate-it

A collection of models for image<->text generation in ACM MM 2021.

grail

Inductive relation prediction by subgraph reasoning, ICML'20

irrCAC

Chance-corrected Agreement Coefficients

leap

LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.

learning-scaffold

This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"

mln-baselines

naga

Datalog based rules engine

NCR

Neural Collaborative Reasoning

pracmln

Markov Logic Networks in Python

PrAE

Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pytholog

Python library that enables using prolog syntax and logic programming in python

REINA

rulewerk

Java library based on the VLog rule engine

SalientSleepNet

SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

SHAP-FOLD-PY

A Python implementation of SHAP-FOLD algorithms

SQUIRE

EMNLP 22': SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning

StATIK

Textbook-Question-Answering

The Textbook Question Answering

U-Time

U-Time: A Fully Convolutional Network for Time Series Segmentation

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

VQA_ReGAT

Research Code for ICCV 2019 paper "Relation-aware Graph Attention Network for Visual Question Answering"

vue-beautiful-chat

A simple and beautiful Vue chat component backend agnostic, fully customisable and extendable.